دانلود مقاله ISI انگلیسی شماره 114133
ترجمه فارسی عنوان مقاله

با استفاده از روابط تحمل پذیر

عنوان انگلیسی
Bireducts with tolerance relations
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
114133 2018 31 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Information Sciences, Volume 435, April 2018, Pages 26-39

ترجمه کلمات کلیدی
کاهش ویژگی ها، روابط تحمل پذیر، قابلیت تشخیص، اطلاعات دوطرفه،
کلمات کلیدی انگلیسی
Attributes reduction; Tolerance relations; Discernibility function; Information bireducts;
پیش نمایش مقاله
پیش نمایش مقاله  با استفاده از روابط تحمل پذیر

چکیده انگلیسی

Reducing the number of attributes by preventing the occurrence of incompatibilities and eliminating existing noise in the original data is an important goal in different frameworks, such as in those focused on modelling and processing incomplete information in information systems. Bireducts were introduced in Rough Set Theory (RST) as one of successful solutions for the problem aimed at achieving a balance between elimination of attributes and characterization of objects that the remaining attributes can still distinguish. This paper considers bireducts in a general framework in which attributes induce tolerance relations over the available objects. In order to compute the new reducts and bireducts a characterization based on a general discernibility function is given.